Best TWAS P=2.02e-11 · Best GWAS P=3.05e-09 conditioned to 0.0768
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | EML2 | 0.06 | 0.03 | lasso | 6 | 0.03 | 4.3e-05 | -4.8 | 5.4 | 8.0e-08 | 0.05 | 0.01 | 0.98 | TRUE |
2 | CommonMind | Brain Pre-frontal Cortex | PNMAL1 | 0.14 | 0.12 | enet | 31 | 0.12 | 1.2e-14 | -5.1 | -5.8 | 8.8e-09 | -0.31 | 0.16 | 0.84 | FALSE |
3 | CommonMind | Brain Pre-frontal Cortex | PNMAL2 | 0.08 | 0.06 | enet | 20 | 0.07 | 5.0e-09 | -4.8 | 5.3 | 9.6e-08 | 0.16 | 0.46 | 0.53 | FALSE |
4 | GTEx | Adrenal Gland | PNMAL1 | 0.65 | 0.63 | lasso | 2 | 0.64 | 1.2e-29 | -5.1 | -5.4 | 7.5e-08 | -0.15 | 0.08 | 0.91 | FALSE |
5 | GTEx | Artery Aorta | PNMAL1 | 0.43 | 0.42 | lasso | 3 | 0.42 | 1.2e-24 | -5.0 | -5.1 | 2.9e-07 | -0.14 | 0.09 | 0.90 | FALSE |
6 | GTEx | Artery Coronary | PNMAL1 | 0.34 | 0.32 | lasso | 5 | 0.35 | 1.9e-12 | -5.1 | -5.2 | 1.8e-07 | -0.14 | 0.09 | 0.91 | FALSE |
7 | GTEx | Artery Tibial | PNMAL1 | 0.42 | 0.38 | enet | 19 | 0.39 | 3.6e-32 | -5.0 | -5.1 | 3.1e-07 | -0.14 | 0.09 | 0.90 | FALSE |
8 | GTEx | Breast Mammary Tissue | PNMAL1 | 0.34 | 0.23 | lasso | 6 | 0.22 | 7.8e-12 | -5.1 | -5.3 | 1.5e-07 | -0.12 | 0.09 | 0.91 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | CCDC8 | 0.22 | 0.10 | lasso | 6 | 0.19 | 6.2e-14 | -5.1 | -5.4 | 7.9e-08 | -0.14 | 0.09 | 0.91 | FALSE |
10 | GTEx | Cells Transformed fibroblasts | PNMAL1 | 0.62 | 0.62 | enet | 23 | 0.62 | 1.1e-58 | -5.0 | -5.4 | 6.2e-08 | -0.15 | 0.09 | 0.90 | TRUE |
11 | GTEx | Esophagus Muscularis | CALM3 | 0.26 | 0.09 | lasso | 10 | 0.13 | 1.7e-08 | -3.3 | -5.4 | 7.5e-08 | -0.74 | 0.02 | 0.98 | FALSE |
12 | GTEx | Nerve Tibial | PNMAL1 | 0.63 | 0.58 | lasso | 5 | 0.64 | 1.4e-57 | -5.0 | -5.3 | 1.1e-07 | -0.12 | 0.09 | 0.90 | FALSE |
13 | GTEx | Pancreas | PNMAL1 | 0.55 | 0.47 | lasso | 4 | 0.50 | 1.0e-23 | -5.1 | -5.2 | 2.1e-07 | -0.13 | 0.09 | 0.91 | FALSE |
14 | GTEx | Testis | CALM3 | 0.52 | 0.46 | lasso | 5 | 0.45 | 5.6e-22 | 5.8 | -5.8 | 6.4e-09 | -0.96 | 0.00 | 1.00 | FALSE |
15 | GTEx | Testis | CTB-12A17.3 | 0.43 | 0.31 | lasso | 5 | 0.33 | 3.0e-15 | 5.7 | -5.6 | 1.8e-08 | -0.95 | 0.00 | 1.00 | FALSE |
16 | METSIM | Adipose | PNMAL1 | 0.24 | 0.27 | bslmm | 380 | 0.28 | 2.9e-41 | -5.0 | -5.2 | 2.0e-07 | -0.18 | 0.18 | 0.82 | FALSE |
17 | The Cancer Genome Atlas | Breast Invasive Carcinoma | CALM3 | 0.08 | 0.04 | blup | 49 | 0.05 | 4.8e-10 | 5.9 | -6.7 | 2.0e-11 | -0.87 | 0.00 | 1.00 | TRUE |
18 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PNMAL1 | 0.18 | 0.30 | lasso | 4 | 0.30 | 8.7e-63 | -5.0 | -5.2 | 2.4e-07 | -0.15 | 0.00 | 0.99 | FALSE |
19 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | PNMAL1 | 0.23 | 0.20 | lasso | 4 | 0.20 | 2.1e-10 | -5.1 | -5.2 | 1.6e-07 | -0.13 | 0.00 | 0.99 | FALSE |
20 | The Cancer Genome Atlas | Colon Adenocarcinoma | PNMAL1 | 0.28 | 0.33 | lasso | 3 | 0.35 | 4.1e-21 | -5.0 | -5.2 | 2.2e-07 | -0.14 | 0.00 | 0.99 | FALSE |
21 | The Cancer Genome Atlas | Esophageal Carcinoma | PNMAL1 | 0.22 | 0.25 | lasso | 4 | 0.22 | 9.7e-08 | -5.1 | -5.1 | 2.7e-07 | -0.13 | 0.00 | 0.99 | FALSE |
22 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | PNMAL1 | 0.31 | 0.41 | lasso | 6 | 0.41 | 7.6e-50 | -5.0 | -5.2 | 2.5e-07 | -0.14 | 0.00 | 0.99 | FALSE |
23 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | PNMAL1 | 0.11 | 0.14 | lasso | 6 | 0.15 | 7.1e-09 | -5.0 | -5.2 | 1.6e-07 | -0.13 | 0.00 | 0.99 | FALSE |
24 | The Cancer Genome Atlas | Liver Hepatocellular Carcinoma | APOC1P1 | 0.11 | 0.02 | blup | 38 | 0.04 | 7.6e-03 | -3.9 | -5.1 | 2.7e-07 | 0.03 | 0.00 | 0.05 | TRUE |
25 | The Cancer Genome Atlas | Lung Adenocarcinoma | PNMAL1 | 0.26 | 0.32 | lasso | 6 | 0.33 | 8.0e-40 | -5.1 | -5.2 | 1.9e-07 | -0.13 | 0.00 | 0.99 | FALSE |
26 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | PNMAL1 | 0.25 | 0.30 | lasso | 4 | 0.30 | 1.5e-34 | -5.0 | -5.1 | 2.7e-07 | -0.14 | 0.00 | 0.99 | FALSE |
27 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | PNMAL1 | 0.07 | 0.05 | enet | 10 | 0.06 | 5.3e-05 | -5.0 | -5.2 | 1.8e-07 | -0.11 | 0.00 | 0.99 | FALSE |
28 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | PNMAL1 | 0.39 | 0.38 | lasso | 6 | 0.39 | 1.4e-17 | -5.0 | -5.2 | 1.6e-07 | -0.14 | 0.00 | 0.99 | FALSE |
29 | The Cancer Genome Atlas | Prostate Adenocarcinoma | PNMAL1 | 0.43 | 0.54 | enet | 9 | 0.54 | 3.3e-67 | -5.0 | -5.1 | 2.9e-07 | -0.14 | 0.00 | 0.99 | FALSE |
30 | The Cancer Genome Atlas | Rectum Adenocarcinoma | PNMAL1 | 0.37 | 0.32 | lasso | 4 | 0.21 | 9.4e-06 | -5.0 | -5.1 | 3.1e-07 | -0.13 | 0.00 | 0.99 | FALSE |
31 | The Cancer Genome Atlas | Thyroid Carcinoma | SNRPD2 | 0.04 | 0.03 | enet | 7 | 0.03 | 2.6e-04 | -4.0 | 5.2 | 1.7e-07 | 0.03 | 0.02 | 0.83 | FALSE |